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Methods
1,198
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General
Attention
57 methods
9698 papers with code
Stochastic Optimization
51 methods
7098 papers with code
Regularization
46 methods
15735 papers with code
Activation Functions
39 methods
17665 papers with code
Distributed Methods
38 methods
88 papers with code
See all 71 categories
Computer Vision
Convolutional Neural Networks
102 methods
3664 papers with code
Image Model Blocks
79 methods
4379 papers with code
Generative Models
63 methods
4905 papers with code
Object Detection Models
45 methods
1301 papers with code
Image Feature Extractors
39 methods
84 papers with code
See all 48 categories
Natural Language Processing
Language Models
51 methods
2755 papers with code
Transformers
39 methods
5602 papers with code
Word Embeddings
13 methods
600 papers with code
Attention Patterns
6 methods
180 papers with code
Subword Segmentation
4 methods
5002 papers with code
See all 17 categories
Reinforcement Learning
Policy Gradient Methods
20 methods
562 papers with code
Off-Policy TD Control
14 methods
894 papers with code
Q-Learning Networks
9 methods
314 papers with code
Distributed Reinforcement Learning
6 methods
21 papers with code
Value Function Estimation
5 methods
99 papers with code
See all 14 categories
Audio
Generative Audio Models
11 methods
205 papers with code
Audio Model Blocks
11 methods
45 papers with code
Text-to-Speech Models
7 methods
67 papers with code
Speech separation
2 methods
5 papers with code
Audio Artifact Removal
1 method
19 papers with code
See all 9 categories
Sequential
Recurrent Neural Networks
31 methods
3924 papers with code
Sequence To Sequence Models
15 methods
657 papers with code
Temporal Convolutions
7 methods
152 papers with code
Time Series Analysis
6 methods
94 papers with code
Bidirectional Recurrent Neural Networks
4 methods
508 papers with code
See all 7 categories
Graphs
Graph Models
22 methods
930 papers with code
Graph Embeddings
21 methods
1963 papers with code